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- ---
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- license: cc-by-nc-nd-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-nc-nd-4.0
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+ task_categories:
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+ - object-detection
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+ - image-classification
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+ tags:
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+ - garbage
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+ - image
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+ - smart city
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+ - computer vision
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+ - environment
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+ size_categories:
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+ - 1K<n<10K
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+ ---
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+ # Outdoor Garbage - Smart Cities Dataset
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+ Dataset comprises **5,000+** images of trash cans captured in various outdoor environments at different times of day and under diverse weather conditions. This extensive collection is designed for research in **waste classification** and **detection methods**, researchers can advance their capabilities in **deep learning** and **machine learning** applications, specifically in the areas of **image recognition** and **instance segmentation**.
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+ By utilizing this dataset, researchers can enhance **recommendation systems**, optimize processes, and automate the operations of community services in **smart cities**. - **[Get the data](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface&utm_medium=cpc&utm_campaign=outdoor-garbage)**
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+ # Example of the data
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+ ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Fe69b1fb71e20bdb551691cf67106b7e8%2FFrame%20182%20(1).png?generation=1734355735483445&alt=media)
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+ Each image in the dataset is accompanied by an XML annotation that provides detailed information about the types of trash bins and their respective capacities: full, empty, or scattered. The dataset is particularly valuable for developing and testing segmentation models and detection performances in real-world scenarios.
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+ # 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface&utm_medium=cpc&utm_campaign=outdoor-garbage) to discuss your requirements and pricing options.
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+ The dataset supports various image classification and object detection tasks, enabling researchers and developers to enhance their understanding of waste management systems and improve litter detection technologies.
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+ # 🌐 [UniData]https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface&utm_medium=cpc&utm_campaign=outdoor-garbage) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects